Description: Data Science and Machine Learning are the leading buzzwords of today.This book covers all aspects of these subjects, from data definition and categorization, classification techniques, clustering and ML algorithms to data stream and association rule mining, language data processing and neural networks. It explains descriptive and inferential statistical analysis, probability distribution and density functions as well as time series. It also describes the fundamentals of Python programming, the Python environment and libraries such as scikit-learn, NumPy and pandas, and takes a deep dive into data visualization modules and tools.Mastery of these areas will enable students to become proficient and effective data scientists.Salient featuresIdeal for undergraduate courses on Data Science and AnalyticsProvides step-by-step instructions for setting up the Python environment and executing various libraries and packagesAll chapters include relevant case studies, their Python code and output; the last chapter is dedicated to case studiesOver 300 exercise questions comprising MCQs, programming exercises and concept-based questions, with answers provided for quick referenceBibliography at the end of every chapter for further readingAndroid app with chapter-wise PowerPoint slides and job interview questions
Price: 43.5 USD
Location: Delhi, DELHI
End Time: 2024-12-23T05:38:14.000Z
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Return shipping will be paid by: Buyer
All returns accepted: Returns Accepted
Item must be returned within: 30 Days
Refund will be given as: Money Back
Publication Year: 2023
Format: Paperback
Language: English
Book Title: Data Science and Analytics with Python
Author: Sandhya Arora and Latesh Malik
Original Language: English
Publisher: Universities Press
Country/Region of Manufacture: India
Topic: Science
